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It Sounds Crazy to Intentionally Program a Weakness Into Your App, Right? - test - Taxbot will explain! "Reading" receipts relies on the quality of the receipt. There are so many factors that go into reading a receipt. What if the printer ink is running low? What if the printer paper has water marks on it because it is running out of paper? What if the ink has smeared or the receipt has been crumpled up? Initially we programmed Taxbot to be able to "read" the text from your receipts in order to match them to the right bank charge and we found out quickly that our success was directly related to the qualify of the receipt. And there are a lot of bad receipts. We Were Stuck at a 50% Success Rate. We were trying to match receipts to transactions using the date, the vendor name, and the total. We wanted to make sure we got everything right for you but sometimes we could only read portions of a receipt. This resulted in a mere 50% success rate with our matching test. That wasn't good enough. Luckily, we stumbled on an idea that changed everything.

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